├── .gitattributes ├── README.md ├── hw0 ├── hw0.pdf ├── md │ └── 台大机器学习作业零.md └── 台大机器学习作业零.pdf ├── hw1 ├── hw1.pdf ├── md │ ├── output_11_0.png │ ├── output_3_1.png │ ├── output_5_0.png │ ├── output_7_0.png │ ├── output_9_0.png │ └── 台大机器学习作业一.md ├── 代码 │ ├── Problem 15-17.py │ ├── Problem 18-20.py │ ├── Programming Problems.ipynb │ ├── data.txt │ ├── helper.py │ ├── hw1_18_test.txt │ ├── hw1_18_train.txt │ └── old_version │ │ ├── 台大机器学习作业一.ipynb │ │ └── 台大机器学习作业一.pdf └── 台大机器学习作业一.pdf ├── hw2 ├── hw2.pdf ├── md │ ├── output_11_0.png │ ├── output_13_0.png │ ├── output_4_0.png │ ├── output_5_0.png │ ├── output_7_0.png │ └── 台大机器学习作业二.md ├── 代码 │ ├── Problem 17-18.py │ ├── Problem 19-20.py │ ├── Problem 3.py │ ├── Problem 4-5.py │ ├── Programming Problems.ipynb │ ├── hw2_test.dat │ ├── hw2_train.dat │ └── old_version │ │ ├── 台大机器学习作业二.ipynb │ │ └── 台大机器学习作业二.pdf └── 台大机器学习作业二.pdf ├── hw3 ├── hw3.pdf ├── md │ ├── output_11_0.png │ ├── output_12_1.png │ ├── output_13_0.png │ ├── output_14_0.png │ ├── output_3_0.png │ └── 台大机器学习作业三.md ├── 代码 │ ├── Problem 1.py │ ├── Problem 11.py │ ├── Problem 13-15.py │ ├── Problem 18-20.py │ ├── Problem 3.py │ ├── Problem 7,10.py │ ├── Programming Problems.ipynb │ ├── hw3_test.dat │ ├── hw3_train.dat │ └── old_version │ │ ├── 台大机器学习作业三.ipynb │ │ └── 台大机器学习作业三.pdf └── 台大机器学习作业三.pdf ├── hw4 ├── hw4.pdf ├── md │ ├── output_13_0.png │ ├── output_3_0.png │ ├── output_5_0.png │ ├── output_7_0.png │ ├── output_9_0.png │ └── 台大机器学习作业四.md ├── 代码 │ ├── Problem 13-20.py │ ├── Programming Problems.ipynb │ ├── hw4_test.dat │ └── hw4_train.dat └── 台大机器学习作业四.pdf ├── hw5 ├── hw5.pdf ├── md │ ├── output_14_0.png │ ├── output_16_0.png │ ├── output_17_0.png │ ├── output_19_0.png │ ├── output_1_0.png │ ├── output_20_0.png │ ├── output_22_0.png │ ├── output_24_0.png │ ├── output_26_0.png │ ├── output_2_0.png │ ├── output_3_0.png │ ├── output_42_0.png │ └── 台大机器学习作业五.md ├── 代码 │ ├── .ipynb_checkpoints │ │ └── Programming Problems-checkpoint.ipynb │ ├── Problem 15-20.py │ ├── Problem 2-5.py │ ├── Programming Problems.ipynb │ ├── featurestest.txt │ └── featurestrain.txt └── 台大机器学习作业五.pdf ├── hw6 ├── hw6.pdf ├── md │ ├── ada.jpg │ ├── output_10_0.png │ ├── output_12_0.png │ ├── output_14_0.png │ ├── output_16_0.png │ ├── output_18_0.png │ ├── output_1_0.png │ ├── output_6_0.png │ └── 台大机器学习作业六.md ├── 代码 │ ├── Problem 12-18.py │ ├── Programming Problems.ipynb │ ├── hw2_adaboost_test.dat │ ├── hw2_adaboost_train.dat │ ├── hw2_lssvm_all.dat │ └── problem 19-20.py └── 台大机器学习作业六.pdf ├── hw7 ├── Neural network computation with DNA strand.pdf ├── The Realization of Symmetric Switching Functions with Linear-Input Logical Elements.pdf ├── hw7.pdf ├── md │ ├── output_0_0.png │ ├── output_10_0.png │ ├── output_12_0.png │ ├── output_4_0.png │ ├── output_6_0.png │ ├── output_8_0.png │ └── 台大机器学习作业七.md ├── 代码 │ ├── Problem 13-20.py │ ├── Programming Problems.ipynb │ ├── hw7_test.dat │ └── hw7_train.dat └── 台大机器学习作业七.pdf └── hw8 ├── hw8.pdf ├── 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